Work · Products we built

Soma AI

A maths tutor that only answers from the syllabus it was taught, on web, WhatsApp and an offline Pi.

Status
Coming soonComing soon
Period
Aug–Sep 2026
Role
Designer and sole builder (JOAT Kenya product)
Brand
JOAT Kenya
Soma AI screenshot

A CBC-aligned AI maths tutor for Grade 7–9 that answers only from 299 authored lessons. Learners type, hold-to-speak or photograph a textbook page; prose is read aloud and maths is taught from the lesson corpus. One codebase ships three ways: a web app, a WhatsApp bot and an offline Raspberry Pi box that broadcasts its own hotspot for schools with no internet.

The problem

General chatbots answer anything, in any style, and hallucinate; schools without internet get nothing.

What we built

Retrieval over an authored corpus with a designed refusal: 'I haven't been taught that yet.' Prepaid wallet over Paystack M-Pesa, no accounts, a two-step delete-everything.

What it does

  • Text, voice and photo input
  • BM25 retrieval over 299 lessons, nine validated Manim diagram templates
  • Prepaid wallet over Paystack M-Pesa
  • WhatsApp Cloud API transport
  • Offline Raspberry Pi appliance

Honest AI as a product decision: the tutor is constrained to the curriculum, its OCR limits were measured and designed around, and the privacy policy was written from the code.

Soma AI image
Soma AI image
Soma AI image
Soma AI image
Soma AI image
Soma AI image
Soma AI image
Soma AI image
Soma AI image

More products we built